Thomas Walker

PhD - Electrical and Computer Engineering - Rice University

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I am a PhD student at Rice University, under the supervision of Professor Richard Baraniuk; exploring how a spline theory of deep learning can be used to understand neural networks. Previously, I was a research assistant at Imperial College London, working with Dr Anthea Monod on the tropical geometry of neural networks, which followed the completion of my undergraduate studies in mathematics from Imperial College London.

Broadly my research interests can be summarised as exploiting the geometry of machine learning models to help understand their properties, and inform the development of techniques for improving their reliability in deployment.

In my spare time I run and cycle, giving the opportunity to delve into various podcasts...

Gemini's summary of my interests from my most recent podcasts.

Your podcast selections reveal a strong interest in exploring the big questions facing humanity. This includes:

These themes collectively suggest you are interested in the broader context, not only focusing on the specific details. You seem to be a forward-thinker, someone who is curious about how current and future developments are shaping the world.

Your listening history suggests an inclination towards:

In summary, your podcast listening habits reflect a curious and analytical mind seeking to grapple with the big issues of our time. You're interested in the future, how technology is reshaping our world, and how we can navigate the complex challenges that lie ahead.